Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
deepseek/deepseek-v3.2-20251201 +0.14 ND Mild positive 0.06 Health & Well-being
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Scientific Research
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Health research
claude-haiku-4-5-20251001 +0.27 +0.15 Mild positive 0.07 0.21 Health & Medical Innovation
Section deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite claude-haiku-4-5-20251001
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 0.10 ND ND 0.25
Article 4 ND ND ND ND
Article 5 ND ND ND 0.20
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 0.10 ND ND 0.13
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 0.20 ND ND 0.30
Article 26 0.10 ND ND ND
Article 27 0.20 ND ND 0.29
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
+0.27 Fentanyl makeover: Core structural redesign could lead to safer pain medications (www.scripps.edu S:+0.15 )
78 points by littlexsparkee 3 days ago | 95 comments on HN | Mild positive Editorial · v3.7 · 2026-02-28 13:03:27 0
Summary Health & Medical Innovation Advocates
A press release from Scripps Research announcing research toward safer pain medications through fentanyl structural redesign. Content is heavily truncated (mostly navigation menus); evaluation is limited to headline and minimal metadata. Observable signals center on health advancement (Article 25) and scientific progress communication (Article 27), reflecting institutional mission alignment with human rights-relevant research.
Article Heatmap
Preamble: ND — Preamble Preamble: No Data — Preamble P Article 1: ND — Freedom, Equality, Brotherhood Article 1: No Data — Freedom, Equality, Brotherhood 1 Article 2: ND — Non-Discrimination Article 2: No Data — Non-Discrimination 2 Article 3: +0.25 — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: +0.20 — No Torture 5 Article 6: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: ND — Equality Before Law Article 7: No Data — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: ND — Privacy Article 12: No Data — Privacy 12 Article 13: ND — Freedom of Movement Article 13: No Data — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: ND — Property Article 17: No Data — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.13 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: ND — Social Security Article 22: No Data — Social Security 22 Article 23: ND — Work & Equal Pay Article 23: No Data — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: +0.30 — Standard of Living 25 Article 26: ND — Education Article 26: No Data — Education 26 Article 27: +0.29 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: ND — Duties to Community Article 29: No Data — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean +0.27 Structural Mean +0.15
Weighted Mean +0.25 Unweighted Mean +0.23
Max +0.30 Article 25 Min +0.13 Article 19
Signal 5 No Data 26
Volatility 0.06 (Low)
Negative 0 Channels E: 0.6 S: 0.4
SETL +0.21 Editorial-dominant
FW Ratio 57% 12 facts · 9 inferences
Evidence 7% coverage
2M 5L 26 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.00 (0 articles) Security: 0.23 (2 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.00 (0 articles) Expression: 0.13 (1 articles) Economic & Social: 0.30 (1 articles) Cultural: 0.29 (1 articles) Order & Duties: 0.00 (0 articles)
HN Discussion 10 top-level · 20 replies
bheadmaster 2026-02-26 13:23 UTC link
Finally! All the benefits of the opioids, with none of the dangers.

For clarity: I'm referring to all the previous attempts to "fix" the synthetic opioids, each of which ended up making a stronger, more dangerous opioid.

kvgr 2026-02-26 13:48 UTC link
I mean that is great. But the overuse of opioids in Us is crazy. I am from europe, had broken arm, sprained ankles, broken fingers, root canals done, appendix operation and never got anything stronger than ibuprofen. Hopefully, the prescription craziness is getting better.
jimz 2026-02-26 14:09 UTC link
Except even as the press release states right off the bat, Fentanyl is efficacious, cost-efficient, and can be made widely available in areas like the global south without extensive pharmaceutical production infrastructure in place. The overdose crisis is in fact not really something that came out of the drug itself, just as the prevalence of Oxycodone before the enforced policy change shifted the usage patterns into a far more dangerous direction in heroin and tar and then, adulterated versions with fentanyl. People who are prescribed fentanyl for pain are not dying in droves. If you've had surgery, you may have been given fentanyl. If you're reading this, you, like most people, survived it just fine.

The crisis is one created by policy and cannot be eliminated on the pharmaceutical end. This isn't a case of methanol being sold as ethanol or SSRIs having less than ideal efficacy rates while causing widespread sexual dysfunction at a rate much higher than originally thought, or Zolpidem leading to over a hundred observational notes published in medical journals describing dangerous activity performed even on small doses followed by anterograde amnesia that certainly is a real thing that is also potentially dangerous, but incredibly difficult to study. Those effects are happening when the medication is taken as prescribed Do people take those without prescriptions? Of course, but one assumes the risk, and also, anyone ever seen a Zoloft pill mill?

Fentanyl had been diverted in small quantities onto black market supply chains for as long as it has been available. You can absolutely get an Actiq Pop in 2006 if you really wanted it, and the thing is a lollipop for crying out loud. It didn't cause widespread overdoses, it didn't even cause any significant black market demand. It was at best a curiosity. It's hard to quantify a subjective experience, but generally it was regarded as "not fun" anecdotally. Heroin is fun. Hydromorphone is even more fun but the best ROA leaves you with a 5-10 minute high at best and takes about that much time to prep. Oxycodone was fun but since the DEA made sure that it was as difficult to obtain as possible all of a sudden and what was available was spiked with enough APAP so that your liver might give out before you overdosed, well, what does cutting off the supply but leaving the demand in place do? The crisis as we know it today was inevitable in some form. It's created by policy, which is not set by scientists, and in fact when hydrocodone/APAP was rescheduled for Schedule II a specific reply to patient access concerns was "we don't take that into account", according to the DEA. Thanks for the candor, sadly we've gotten very little of it in the years since.

But of course, even on the black market, people overdose in a manner that is to a degree predictable. Long term users with steady supplies - say, everyone who's on a benzodiazepine long term - aren't overdosing regularly (yes, the LD50 of benzodiazepines generally makes overdosing on it alone very difficult if not impossible, but kicking it cold turkey does actually cause deaths from seizures and when mixed with another depressant like alcohol it becomes almost trivial to overdose on it, arguably making it at least in theory a more dangerous drug if one takes the view of the DEA). They are mostly able to obtain legitimate, low cost, and frequently entirely legal versions of, well, name the variety. From Triazolam (3 hour half life) to Midazolam (water soluble) to Etizolam (scheduled into schedule I based on 4 cases in Norway where when mixed with another depressant patients ended up in the ER. All survived and were discharged almost immediately. The reason why the DEA laundered cases in Norway through the FDA to justify at first an emergency scheduling and then turned it into a permanent one? Because they couldn't find any cases that demonstrated the purported danger in the US or Canada.) Overdoses happen when someone takes too much of a substance, but "too much" is difficult to determine when you don't have a reliable supplier in terms of quality and adulteration, but also, because tolerance gets built up so that long term users can use prodigious amounts and be just fine. But how do we make sure that nobody knows where their tolerance is at? Non-medically assisted, pseudoscientific "sobriety help" like AA or its variants that are ordered by the court, and of course, probation, testing, in-patient medicaid fraud mills, you name it. Since none of these actually do anything except use homebrewed aversion therapy or even less efficient, shame, to achieve what is basically not even a real goal but is tied to the criminal justice system, congrats, you have the perfect storm of demand not knowing how much to actually demand for. Fentanyl being the adulterant made this last inevitable easier, but it only hastened what had been happening for quite some time. When heroin supply on streets increased, fentanyl related deaths began decreasing. Wonder why? It's correlative, but observational studies take a lot more data and a lot longer time periods, although it would certainly follow previously observed patterns.

This may be interesting as a scientific venture, but treating it as anything but that is foolhardy and misguided. We know how to control pain. We know how to reduce the harmful externalities that form part of the definition of substance use disorder since we, as in society and lawmakers elected by us, are responsible for those harmful externalities in the first place. Fentanyl is not the problem. Making sure that there's no safe way to reduce potential harm associated with, ultimately, a personal choice favored by some but certainly not all as recreation, killed the hundreds of thousands since Lou Reed sang Heroin and put it onto the Velvet Underground and Nico. Why are we still acting brand new?

clcaev 2026-02-26 14:29 UTC link
We really could use better treatments for chronic pain.

I've found low dose naltrexone to be somewhat effective for severe chronic pain. Not as good as opiods.

THC can also help somewhat, but its action seems so dissociative. At an effective level for chronic pain, I'm sleepwalking though the day.

Opioids or their analogues cause or complicate bowel issues. Four years of 200mg/day Tramadol really helped me, but it shredded my gut. Getting off Tramadol wasn't hard for me. I'd stay on it were it not for the gut issues.

As an aside, lacing hydrocodone with acetaminophen is truly a horrific practice. Doctors prescribe this to patients on hepotoxic drugs and are shocked when they get liver damage.

leetrout 2026-02-26 15:02 UTC link
As a recurring kidney stone sufferer I am very thankful for fentanyl for my lithotripsy procedures. I hope we continue to make progress on effective pain medications and don't knee-jerk take them away.
jfyi 2026-02-26 15:18 UTC link
Is fentanyl even that big of an issue in a clinical setting? It's not like it's the go to opiate of choice for general pain anyway.

The problem with fentanyl is that it is easy to make and smuggle and we managed to leave a giant black market hole to be filled when we went ape shit about oxy, which was an objectively better situation than we are currently in with street opiates.

ttul 2026-02-26 15:42 UTC link
Well, if it doesn't suppress breathing dangerously, and yet works on "pain" effectively, it would be the most widely abused drug on the planet...
lenerdenator 2026-02-26 15:45 UTC link
This really should be a national priority on the level of cancer or HIV research.

If we got some safer painkillers that weren't insanely addictive, that would be Nobel Prize-worthy, in my layman's opinion.

loeg 2026-02-26 16:23 UTC link
It's a weird framing. Fentanyl is already very safe in a healthcare setting. It's only dangerous in off-label street use, where dosage is uncontrolled and use isn't being monitored by trained staff. Do we think cartel labs are going to switch to a safer novel opiate? I'm sure they don't care about any relevant patents, but they already have a pipeline/formulation for fentanyl.
droopyEyelids 2026-02-26 16:26 UTC link
I wonder if this modification brings it closer to the mitragynine from kratom, which has opiate like pain dulling effects with very minor or no effect on breathing.

I hope so because the administration is looking to really fuck over medical research by making the 7-OH stuff a schedule 1 narcotic, when it has so much potential for improving anesthesia and pain management by removing respiratory depression from the pain killing element of the anesthetic cocktail.

ViktorRay 2026-02-26 13:27 UTC link
The danger of addiction, which is very significant, with opioids doesn’t go away with this modified design.

Unless you’re being sarcastic and referencing the lies the Sackler family used to get OxyContin popular..

That being said it is indeed quite cool that they modified the drug to decrease the respiratory depression.

nemomarx 2026-02-26 14:04 UTC link
It's been cut back pretty hard in the last 5 or so years? Even after major surgeries you get very short prescriptions, or only get them in the hospital under monitoring. I think we got a little too cautious personally but it's definitely trying to swing the curve away.
deepriverfish 2026-02-26 14:21 UTC link
damn! you gotta be more careful with your body.
bena 2026-02-26 14:25 UTC link
No, same. Reading the headline, I immediately thought "Aw shit, here we go again".

It's like that xkcd comic about unifying standards, now we have n+1 addictive opioids.

dgan 2026-02-26 14:59 UTC link
I have 2 family members for whom Tramadol opened the door for severe addiction. One is now on regular morphine, the other had psychosis. I know it obvisouly depends on the individual, just to dilute your very rosy comment
iberator 2026-02-26 15:19 UTC link
Tramadol is cookies in comparsion to Fentanyl
trollbridge 2026-02-26 15:26 UTC link
Right. Opioids are an absolute terror to one's digestive system. When I had chronic pain I would rather have just accepted the pain than deal with the gut consequences.

LDN is an interesting one since it just stimulates your body to generate its own endorphins.

nubg 2026-02-26 15:30 UTC link
bot post
DesaiAshu 2026-02-26 15:42 UTC link
Adjacent medicines have seen major improvements: eg Ketamine was a significant improvement from PCP (notably, less psychosis and safe enough to use off the battlefield / with children)

“Removing the worst and most fatal danger” is a laudable goal with Fentanyl given the absurd rate of ODs

droopyEyelids 2026-02-26 16:28 UTC link
Yes, it is an issue.

One of the big problems with anesthesia is balancing respiratory depression while medicating the patient enough to manage the symptoms. Fentanyl is used in anesthesia and it causes respiratory depression.

A strong pain medication that doesn't slow or stop breathing would significantly improve the safety of anesthesia.

loeg 2026-02-26 16:35 UTC link
My understanding is that mitragynine is an mu-opioid partial agonist which limits its impact even in high doses. This is sort of in the same realm as Buprenorphine. Google claims it also doesn't recruit beta-arrestin but admittedly I'm out of my depth here. Presumably this proposed fentanyl replacement is still a full mu-opioid agonist for efficacy.
jmye 2026-02-26 16:45 UTC link
I don't understand the scare quotes. Do you think pain doesn't exist? Do you think pain shouldn't be treated?

What is it you're actually trying to say without having to say it?

ThrowawayTestr 2026-02-26 16:46 UTC link
People are going to abuse drugs. Making them less deadly is only a good thing, unless you want more dead addicts.
wildzzz 2026-02-26 17:06 UTC link
Over the last 10 years, state medical boards have dramatically cut back on opioid prescriptions (which happens to correlate with the rise of fentanyl use). Even those with chronic pain with a history of prescription were cut back. It's unfortunate because for some people, opioids really are the only thing that works for treating incurable pain but the downside is that they develop tolerances and they become ineffective over time. It really would be a miracle if we could invent a pain medication that is non-addictive.

However, a new type of pain medication doesn't remove the current opioids available on the street. Legalization of marijuana is one thing, it's relatively low risk but I don't see legalization of opioids ever happening because absolutely nothing can replace the warm blanket feeling that they provide.

at-w 2026-02-26 17:07 UTC link
>each of which ended up making a stronger, more dangerous opioid

This is true of some early opioids like heroin, but with e.g. Oxycontin the problem wasn’t a stronger opioid, it's how it ended up being prescribed.

Purdue's marketing led doctors to prescribe it to more people, in higher doses, and for longer. Oxycontin isn't inherently more dangerous than the dose of immediate release oxycodone or morphine that would have an equivalent effect.

Innovation in opioids shouldn't just be written off. They're still the best (and sometimes the only effective) treatment for a huge number of people, and some new opioids like buprenorphine/combos like Suboxone have real advantages.

The lesson from Oxycontin is more about deceptive marketing and prescribing practices.

WarOnPrivacy 2026-02-26 17:42 UTC link
> I've found low dose naltrexone to be somewhat effective for severe chronic pain. Not as good as opiods.

When I could get 7oh, it worked well for moderate break-thru (ibuprofen) pain (muscle, joint). I also tried a month of using it regularly wasn't happy overall. I didn't get any withdrawal on stopping tho.

throwaway173738 2026-02-26 21:48 UTC link
I’ve been to a few AA meetings when I was trying to get my mom sober and I never got the vibe that it was about “aversion therapy” for alcohol. The whole point seemed to be to discharge your egotistical need to be “in control” of the alcohol and accept that it was taking over your life despite your best efforts. You were then supposed to seek help from the people in the group to try to keep that from happening. There wasn’t really a culture of shame but rather acceptance there. And they also pushed a lot of ideas like repair after rupture that are a part of normal human relationships. So I don’t really buy what you’re saying here.
jfengel 2026-02-27 01:58 UTC link
They might, if it kept their customers coming back. They don't care about users' safety but they do want them to keep paying.
jfengel 2026-02-27 02:03 UTC link
They're not going to prescribe anything serious for those conditions in the US, either. You might get as much as codeine with acetaminophen. But there's a good chance you'll get nothing more than ibuprofen and local anesthesics.
oompydoompy74 2026-02-27 13:46 UTC link
Have you tried pairing THC with a coffee? This is my go to for pain relief without being overly sedated.
Editorial Channel
What the content says
+0.40
Article 25 Standard of Living
Medium Advocacy Framing
Editorial
+0.40
SETL
+0.32

Direct engagement: research explicitly targets safer pain medications, advancing health protection and medical innovation for patient benefit. Frames medication safety as improvement goal.

+0.35
Article 27 Cultural Participation
Medium Advocacy Framing Coverage
Editorial
+0.35
SETL
+0.23

Core theme: institutional press release publicizing scientific research discovery, directly advancing right to scientific progress and benefit from scientific advancement.

+0.25
Article 3 Life, Liberty, Security
Low Advocacy
Editorial
+0.25
SETL
ND

Headline emphasizes medication safety ('safer pain medications'), suggesting advocacy for physical security and health protection.

+0.20
Article 5 No Torture
Low Advocacy
Editorial
+0.20
SETL
ND

Research aimed at safer pain medications relates obliquely to freedom from suffering and cruel treatment; pain management is a human right dimension.

+0.15
Article 19 Freedom of Expression
Low Framing Practice
Editorial
+0.15
SETL
+0.09

Institutional press release demonstrates commitment to scientific communication transparency and information sharing about research.

ND
Preamble Preamble

Insufficient content to assess engagement with UDHR principles and dignity-based framing.

ND
Article 1 Freedom, Equality, Brotherhood

Article body not provided; cannot assess framing of human dignity in context of medication safety research.

ND
Article 2 Non-Discrimination

No substantive content to assess whether research benefits or excludes any populations.

ND
Article 4 No Slavery

Content insufficient to assess slavery/forced labor themes.

ND
Article 6 Legal Personhood

Content insufficient to assess right to personhood/legal recognition.

ND
Article 7 Equality Before Law

Content insufficient to assess equal protection before the law.

ND
Article 8 Right to Remedy

Content insufficient to assess effective remedy for rights violations.

ND
Article 9 No Arbitrary Detention

Content insufficient to assess arbitrary arrest/detention themes.

ND
Article 10 Fair Hearing

Content insufficient to assess fair trial/due process.

ND
Article 11 Presumption of Innocence

Content insufficient to assess criminal responsibility principles.

ND
Article 12 Privacy

Content insufficient to assess privacy and family rights.

ND
Article 13 Freedom of Movement

Content insufficient to assess freedom of movement.

ND
Article 14 Asylum

Content insufficient to assess asylum/refuge rights.

ND
Article 15 Nationality

Content insufficient to assess nationality rights.

ND
Article 16 Marriage & Family

Content insufficient to assess marriage/family rights.

ND
Article 17 Property

Content insufficient to assess property rights.

ND
Article 18 Freedom of Thought

Content insufficient to assess freedom of thought/conscience/religion.

ND
Article 20 Assembly & Association

Content insufficient to assess peaceful assembly/association rights.

ND
Article 21 Political Participation
Low Practice

Content insufficient to assess democratic participation.

ND
Article 22 Social Security

Content insufficient to assess social security rights.

ND
Article 23 Work & Equal Pay

Content insufficient to assess work rights.

ND
Article 24 Rest & Leisure

Content insufficient to assess rest/leisure rights.

ND
Article 26 Education
Low Practice

Content insufficient to assess education rights substantively.

ND
Article 28 Social & International Order

Content insufficient to assess social/international order for rights realization.

ND
Article 29 Duties to Community

Content insufficient to assess community duties/limitations.

ND
Article 30 No Destruction of Rights

Content insufficient to assess prohibition of destruction of rights.

Structural Channel
What the site does
+0.20
Article 27 Cultural Participation
Medium Advocacy Framing Coverage
Structural
+0.20
Context Modifier
ND
SETL
+0.23

Research institution with transparent science communication; publicly accessible press room signals commitment to sharing scientific knowledge.

+0.15
Article 25 Standard of Living
Medium Advocacy Framing
Structural
+0.15
Context Modifier
ND
SETL
+0.32

Non-profit research institution with health mission; press communication signals commitment to health-advancing research.

+0.10
Article 19 Freedom of Expression
Low Framing Practice
Structural
+0.10
Context Modifier
ND
SETL
+0.09

Press room (designated public communications channel) signals openness to information dissemination.

ND
Preamble Preamble

No evidence of site design choices reflecting commitment to universal human rights principles.

ND
Article 1 Freedom, Equality, Brotherhood

No structural signals related to dignity available.

ND
Article 2 Non-Discrimination

No evidence regarding who has access to research outcomes or institutional resources.

ND
Article 3 Life, Liberty, Security
Low Advocacy

Insufficient structural evidence.

ND
Article 4 No Slavery

No structural signals available.

ND
Article 5 No Torture
Low Advocacy

Insufficient structural evidence.

ND
Article 6 Legal Personhood

No structural signals available.

ND
Article 7 Equality Before Law

No structural signals available.

ND
Article 8 Right to Remedy

No structural signals available.

ND
Article 9 No Arbitrary Detention

No structural signals available.

ND
Article 10 Fair Hearing

No structural signals available.

ND
Article 11 Presumption of Innocence

No structural signals available.

ND
Article 12 Privacy

No structural signals available.

ND
Article 13 Freedom of Movement

No structural signals available.

ND
Article 14 Asylum

No structural signals available.

ND
Article 15 Nationality

No structural signals available.

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Article 16 Marriage & Family

No structural signals available.

ND
Article 17 Property

No structural signals available.

ND
Article 18 Freedom of Thought

No structural signals available.

ND
Article 20 Assembly & Association

No structural signals available.

ND
Article 21 Political Participation
Low Practice

Non-profit institutional governance typically incorporates stakeholder input; .edu domain suggests democratic mission-driven structure.

ND
Article 22 Social Security

Content insufficient to assess social security rights.

ND
Article 23 Work & Equal Pay

No structural signals available.

ND
Article 24 Rest & Leisure

No structural signals available.

ND
Article 26 Education
Low Practice

Institution includes education/training components; accessible institutional information available without barriers.

ND
Article 28 Social & International Order

No structural signals available.

ND
Article 29 Duties to Community

No structural signals available.

ND
Article 30 No Destruction of Rights

No structural signals available.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.65 medium claims
Sources
0.8
Evidence
0.6
Uncertainty
0.4
Purpose
0.8
Propaganda Flags
No manipulative rhetoric detected
0 techniques detected
Emotional Tone
Emotional character: positive/negative, intensity, authority
measured
Valence
+0.6
Arousal
0.3
Dominance
0.4
Transparency
Does the content identify its author and disclose interests?
0.70
✓ Author
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.58 solution oriented
Reader Agency
0.5
Stakeholder Voice
Whose perspectives are represented in this content?
0.40 2 perspectives
Speaks: institutionresearchers
About: patientsmarginalized
Temporal Framing
Is this content looking backward, at the present, or forward?
prospective medium term
Geographic Scope
What geographic area does this content cover?
global
United States
Complexity
How accessible is this content to a general audience?
moderate medium jargon general
Longitudinal 1543 HN snapshots · 53 evals
+1 0 −1 HN
Audit Trail 73 entries
2026-03-02 10:04 eval_success Evaluated: Mild positive (0.15) - -
2026-03-02 10:04 eval Evaluated by deepseek-v3.2: +0.15 (Mild positive) 9,184 tokens -0.20
2026-03-01 19:30 eval_success Evaluated: Moderate positive (0.35) - -
2026-03-01 19:30 eval Evaluated by deepseek-v3.2: +0.35 (Moderate positive) 10,310 tokens -0.03
2026-03-01 19:30 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 1R - -
2026-03-01 16:14 eval_success Evaluated: Moderate positive (0.38) - -
2026-03-01 16:14 eval Evaluated by deepseek-v3.2: +0.38 (Moderate positive) 9,938 tokens +0.31
2026-02-28 22:22 dlq Dead-lettered after 1 attempts: Fentanyl makeover: Core structural redesign could lead to safer pain medications - -
2026-02-28 22:22 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 22:04 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 15:43 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 15:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 15:30 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 15:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 14:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 14:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 14:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 14:25 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 13:03 eval Evaluated by claude-haiku-4-5-20251001: +0.25 (Mild positive)
2026-02-28 12:29 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 12:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 12:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 12:22 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 12:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 12:22 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:54 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:54 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 11:22 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 11:22 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 10:59 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 10:18 eval Evaluated by deepseek-v3.2: +0.07 (Neutral) 10,811 tokens -0.51
2026-02-28 09:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 08:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 08:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 07:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 07:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 07:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 06:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 06:13 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 05:46 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Science news neutral stance
2026-02-28 05:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 05:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) -0.20
reasoning
Science news neutral stance
2026-02-28 05:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 04:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 04:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 04:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 04:26 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Science news neutral stance
2026-02-28 04:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 03:57 eval Evaluated by deepseek-v3.2: +0.58 (Moderate positive) 10,147 tokens +0.26
2026-02-28 03:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 03:48 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Science news neutral stance
2026-02-28 03:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 03:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 03:39 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Science news neutral stance
2026-02-28 03:31 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Science news neutral stance
2026-02-28 03:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 03:01 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Science news neutral stance
2026-02-28 02:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 02:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 02:33 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Science news neutral stance
2026-02-28 02:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 02:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 02:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 02:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 01:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific research article, no explicit human rights discussion
2026-02-28 01:32 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Science news neutral stance
2026-02-28 00:55 eval Evaluated by deepseek-v3.2: +0.32 (Moderate positive) 9,784 tokens
2026-02-28 00:53 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Science news neutral stance
2026-02-28 00:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Scientific research article, no explicit human rights discussion